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CZECH TECHNICAL UNIVERSITY IN PRAGUE
STUDY PLANS
2018/2019

Biological Signal Processing

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Code Completion Credits Range Language
XP31ZBS ZK 4 2P+2C
Lecturer:
Roman Čmejla (guarantor), Radek Janča, Petr Ježdík, Jan Rusz, Jan Sedlák
Tutor:
Roman Čmejla (guarantor), Radek Janča, Petr Ježdík, Jan Rusz, Jan Sedlák
Supervisor:
Department of Circuit Theory
Synopsis:

The course deals with the processing of biosignals and advanced methods of processing resulting from current research in solving common projects in cooperation with top institutions (medical faculties, institutes of the ASCR, foreign universities). The subject concept allows us to respond flexibly to new directions and knowledge in the field.

Requirements:

The condition for granting credit is elaboration of selected task.

Syllabus of lectures:

I. Signal processing algorithms

     1. Heart signals

     2. Brain signals

     3. Signals of muscles and nerves

     4. Eye signals and sleep medicine

     5. Voice and speech

     6. Processing of less common biosignals (electrogastrogram, lung volumes and capacities, ...)

II. Selected lectures on advanced signal processing (will be adapted to the number and interests of students)

     7. Detection and localization of signal changes using Bayesian methods

     8. Quantitative evaluation of EEG in epileptology

     9. Methods of detection of high-frequency oscillations in invasive EEG

     10. Detection of interictal epileptoform discharges

     11. Modeling connectivity in neuroscience

     12. Analysis of pathological speech in neurology

     13. Statistical analysis of speech

     14. Surface electromyography in sport

Syllabus of tutorials:

The content of the exercises corresponds with the content of the lectures.

Study Objective:

The aim of the study is to gain knowledge of advanced methods of biological signal processing.

Study materials:

[1] Rangaraj M. Rangayyan: Biomedical Signal Analysis, Wiley-IEEE Press, 2015

[2] Vyas, N., Khalid, S.: Biomedical Signal Processing, Laxmi Publications Pvt Ltd, 2017

[3] Kayvan Najarian: Biomedical Signal and Image Processing, Crc Pr Inc, 2012

[4] Sornmo and P. Laguna, Bioelectrical Signal Processing in Cardiac and Neurological Applications, 2005

[5] Naik, Ganesh R.: Applications, Challenges, and Advancements in Electromyography Signal Processing, IGI Global, 2014

Note:
Further information:
http://sami.fel.cvut.cz/zbs/
Time-table for winter semester 2018/2019:
06:00–08:0008:00–10:0010:00–12:0012:00–14:0014:00–16:0016:00–18:0018:00–20:0020:00–22:0022:00–24:00
Mon
Tue
Fri
Thu
roomT2:A4-402
Čmejla R.
09:15–10:45
(lecture parallel1)
Dejvice
Laborator
Fri
Time-table for summer semester 2018/2019:
Time-table is not available yet
The course is a part of the following study plans:
Data valid to 2019-08-18
For updated information see http://bilakniha.cvut.cz/en/predmet11845604.html